Physionet Data Challenge 2019

Dataset statistics

Number of variables	44
Number of observations	20336
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.8 MiB
Average record size in memory	352.0 B

Variable types

Numeric	43
Categorical	1

Alerts

`EtCO2` has constant value "0"	Constant
`HR` is highly correlated with `O2Sat` and 24 other fields	High correlation
`O2Sat` is highly correlated with `HR` and 23 other fields	High correlation
`Temp` is highly correlated with `HR` and 21 other fields	High correlation
`SBP` is highly correlated with `HR` and 15 other fields	High correlation
`MAP` is highly correlated with `HR` and 24 other fields	High correlation
`DBP` is highly correlated with `O2Sat` and 12 other fields	High correlation
`Resp` is highly correlated with `HR` and 23 other fields	High correlation
`BaseExcess` is highly correlated with `Temp` and 10 other fields	High correlation
`HCO3` is highly correlated with `HR` and 22 other fields	High correlation
`FiO2` is highly correlated with `DBP` and 4 other fields	High correlation
`pH` is highly correlated with `Temp` and 10 other fields	High correlation
`PaCO2` is highly correlated with `Temp` and 10 other fields	High correlation
`SaO2` is highly correlated with `DBP` and 4 other fields	High correlation
`AST` is highly correlated with `Alkalinephos` and 1 other fields	High correlation
`BUN` is highly correlated with `HR` and 22 other fields	High correlation
`Alkalinephos` is highly correlated with `AST` and 1 other fields	High correlation
`Calcium` is highly correlated with `HR` and 15 other fields	High correlation
`Chloride` is highly correlated with `HR` and 22 other fields	High correlation
`Creatinine` is highly correlated with `HR` and 25 other fields	High correlation
`Glucose` is highly correlated with `HR` and 21 other fields	High correlation
`Lactate` is highly correlated with `BaseExcess` and 2 other fields	High correlation
`Magnesium` is highly correlated with `HR` and 22 other fields	High correlation
`Phosphate` is highly correlated with `HR` and 17 other fields	High correlation
`Potassium` is highly correlated with `HR` and 25 other fields	High correlation
`Bilirubin_total` is highly correlated with `AST` and 1 other fields	High correlation
`Hct` is highly correlated with `HR` and 18 other fields	High correlation
`Hgb` is highly correlated with `HR` and 25 other fields	High correlation
`PTT` is highly correlated with `Creatinine` and 1 other fields	High correlation
`WBC` is highly correlated with `HR` and 22 other fields	High correlation
`Platelets` is highly correlated with `HR` and 25 other fields	High correlation
`Age` is highly correlated with `HR` and 22 other fields	High correlation
`Gender` is highly correlated with `HR` and 22 other fields	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`HospAdmTime` is highly correlated with `HR` and 22 other fields	High correlation
`ICULOS` is highly correlated with `HR` and 22 other fields	High correlation
`SepsisLabel` is highly correlated with `HR` and 22 other fields	High correlation
`Sepsis` is highly correlated with `HR` and 22 other fields	High correlation
`Hours` is highly correlated with `HR` and 22 other fields	High correlation
`HR` is highly correlated with `O2Sat` and 28 other fields	High correlation
`O2Sat` is highly correlated with `HR` and 28 other fields	High correlation
`Temp` is highly correlated with `HR` and 23 other fields	High correlation
`SBP` is highly correlated with `HR` and 29 other fields	High correlation
`MAP` is highly correlated with `HR` and 29 other fields	High correlation
`DBP` is highly correlated with `HR` and 27 other fields	High correlation
`Resp` is highly correlated with `HR` and 28 other fields	High correlation
`BaseExcess` is highly correlated with `HR` and 22 other fields	High correlation
`HCO3` is highly correlated with `HR` and 30 other fields	High correlation
`FiO2` is highly correlated with `HR` and 24 other fields	High correlation
`pH` is highly correlated with `HR` and 22 other fields	High correlation
`PaCO2` is highly correlated with `HR` and 17 other fields	High correlation
`SaO2` is highly correlated with `Temp` and 6 other fields	High correlation
`AST` is highly correlated with `HCO3` and 11 other fields	High correlation
`BUN` is highly correlated with `HR` and 30 other fields	High correlation
`Alkalinephos` is highly correlated with `HCO3` and 11 other fields	High correlation
`Calcium` is highly correlated with `HR` and 22 other fields	High correlation
`Chloride` is highly correlated with `HR` and 28 other fields	High correlation
`Creatinine` is highly correlated with `HR` and 33 other fields	High correlation
`Glucose` is highly correlated with `Temp` and 12 other fields	High correlation
`Lactate` is highly correlated with `BaseExcess` and 10 other fields	High correlation
`Magnesium` is highly correlated with `HR` and 30 other fields	High correlation
`Phosphate` is highly correlated with `HR` and 24 other fields	High correlation
`Potassium` is highly correlated with `HR` and 32 other fields	High correlation
`Bilirubin_total` is highly correlated with `AST` and 6 other fields	High correlation
`Hct` is highly correlated with `HR` and 28 other fields	High correlation
`Hgb` is highly correlated with `HR` and 35 other fields	High correlation
`PTT` is highly correlated with `HCO3` and 20 other fields	High correlation
`WBC` is highly correlated with `HR` and 31 other fields	High correlation
`Fibrinogen` is highly correlated with `AST` and 6 other fields	High correlation
`Platelets` is highly correlated with `HR` and 34 other fields	High correlation
`Age` is highly correlated with `HR` and 26 other fields	High correlation
`Gender` is highly correlated with `HR` and 26 other fields	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`HospAdmTime` is highly correlated with `HR` and 26 other fields	High correlation
`ICULOS` is highly correlated with `HR` and 26 other fields	High correlation
`SepsisLabel` is highly correlated with `HR` and 26 other fields	High correlation
`Sepsis` is highly correlated with `HR` and 26 other fields	High correlation
`Hours` is highly correlated with `HR` and 26 other fields	High correlation
`HR` is highly correlated with `O2Sat` and 13 other fields	High correlation
`O2Sat` is highly correlated with `HR` and 12 other fields	High correlation
`Temp` is highly correlated with `HR` and 4 other fields	High correlation
`SBP` is highly correlated with `HR` and 10 other fields	High correlation
`MAP` is highly correlated with `HR` and 13 other fields	High correlation
`DBP` is highly correlated with `BaseExcess` and 2 other fields	High correlation
`Resp` is highly correlated with `HR` and 12 other fields	High correlation
`BaseExcess` is highly correlated with `DBP` and 6 other fields	High correlation
`HCO3` is highly correlated with `BUN` and 10 other fields	High correlation
`FiO2` is highly correlated with `BaseExcess` and 2 other fields	High correlation
`pH` is highly correlated with `DBP` and 6 other fields	High correlation
`PaCO2` is highly correlated with `DBP` and 6 other fields	High correlation
`SaO2` is highly correlated with `BaseExcess` and 2 other fields	High correlation
`AST` is highly correlated with `Alkalinephos` and 1 other fields	High correlation
`BUN` is highly correlated with `HCO3` and 10 other fields	High correlation
`Alkalinephos` is highly correlated with `AST` and 1 other fields	High correlation
`Calcium` is highly correlated with `HCO3` and 5 other fields	High correlation
`Chloride` is highly correlated with `HCO3` and 10 other fields	High correlation
`Creatinine` is highly correlated with `HR` and 21 other fields	High correlation
`Glucose` is highly correlated with `Temp` and 8 other fields	High correlation
`Lactate` is highly correlated with `BaseExcess` and 2 other fields	High correlation
`Magnesium` is highly correlated with `HCO3` and 9 other fields	High correlation
`Phosphate` is highly correlated with `HCO3` and 5 other fields	High correlation
`Potassium` is highly correlated with `HCO3` and 9 other fields	High correlation
`Bilirubin_total` is highly correlated with `AST` and 1 other fields	High correlation
`Hct` is highly correlated with `HCO3` and 7 other fields	High correlation
`Hgb` is highly correlated with `HCO3` and 9 other fields	High correlation
`PTT` is highly correlated with `Platelets`	High correlation
`WBC` is highly correlated with `HCO3` and 8 other fields	High correlation
`Platelets` is highly correlated with `HR` and 19 other fields	High correlation
`Age` is highly correlated with `HR` and 12 other fields	High correlation
`Gender` is highly correlated with `HR` and 12 other fields	High correlation
`Unit1` is highly correlated with `Unit2`	High correlation
`Unit2` is highly correlated with `Unit1`	High correlation
`HospAdmTime` is highly correlated with `HR` and 12 other fields	High correlation
`ICULOS` is highly correlated with `HR` and 12 other fields	High correlation
`SepsisLabel` is highly correlated with `HR` and 12 other fields	High correlation
`Sepsis` is highly correlated with `HR` and 12 other fields	High correlation
`Hours` is highly correlated with `HR` and 12 other fields	High correlation
`Fibrinogen` is highly skewed (γ1 = 20.20727704)	Skewed
`PatientID` has unique values	Unique
`Temp` has 235 (1.2%) zeros	Zeros
`SBP` has 258 (1.3%) zeros	Zeros
`DBP` has 7384 (36.3%) zeros	Zeros
`BaseExcess` has 7684 (37.8%) zeros	Zeros
`HCO3` has 535 (2.6%) zeros	Zeros
`FiO2` has 8349 (41.1%) zeros	Zeros
`pH` has 7155 (35.2%) zeros	Zeros
`PaCO2` has 7759 (38.2%) zeros	Zeros
`SaO2` has 12373 (60.8%) zeros	Zeros
`AST` has 14443 (71.0%) zeros	Zeros
`BUN` has 427 (2.1%) zeros	Zeros
`Alkalinephos` has 14633 (72.0%) zeros	Zeros
`Calcium` has 3789 (18.6%) zeros	Zeros
`Chloride` has 542 (2.7%) zeros	Zeros
`Creatinine` has 461 (2.3%) zeros	Zeros
`Bilirubin_direct` has 19750 (97.1%) zeros	Zeros
`Glucose` has 407 (2.0%) zeros	Zeros
`Lactate` has 12603 (62.0%) zeros	Zeros
`Magnesium` has 1388 (6.8%) zeros	Zeros
`Phosphate` has 3650 (17.9%) zeros	Zeros
`Potassium` has 433 (2.1%) zeros	Zeros
`Bilirubin_total` has 14566 (71.6%) zeros	Zeros
`TroponinI` has 19847 (97.6%) zeros	Zeros
`Hct` has 364 (1.8%) zeros	Zeros
`Hgb` has 507 (2.5%) zeros	Zeros
`PTT` has 4496 (22.1%) zeros	Zeros
`WBC` has 625 (3.1%) zeros	Zeros
`Fibrinogen` has 17769 (87.4%) zeros	Zeros
`Platelets` has 585 (2.9%) zeros	Zeros
`Unit1` has 9522 (46.8%) zeros	Zeros
`Unit2` has 9522 (46.8%) zeros	Zeros

Reproduction

Analysis started	2021-11-29 10:22:09.180544
Analysis finished	2021-11-29 10:22:25.001031
Duration	15.82 seconds
Software version	pandas-profiling v3.1.1
Download configuration	config.json

PatientID
Real number (ℝ_≥0)

UNIQUE

Distinct	20336
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10173.60651

Minimum	1
Maximum	20643
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1017.75
Q1	5084.75
median	10168.5
Q3	15252.25
95-th percentile	19320.25
Maximum	20643
Range	20642
Interquartile range (IQR)	10167.5

Descriptive statistics

Standard deviation	5879.461518
Coefficient of variation (CV)	0.5779132024
Kurtosis	-1.192915145
Mean	10173.60651
Median Absolute Deviation (MAD)	5084
Skewness	0.005160825078
Sum	206890462
Variance	34568067.75
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
13556	1	< 0.1%
13563	1	< 0.1%
13562	1	< 0.1%
13561	1	< 0.1%
13560	1	< 0.1%
13559	1	< 0.1%
13558	1	< 0.1%
13557	1	< 0.1%
13555	1	< 0.1%
Other values (20326)	20326	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
20643	1	< 0.1%
20642	1	< 0.1%
20641	1	< 0.1%
20640	1	< 0.1%
20639	1	< 0.1%
20638	1	< 0.1%
20637	1	< 0.1%
20636	1	< 0.1%
20635	1	< 0.1%
20634	1	< 0.1%

HR
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	231
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.84903619

Minimum	0
Maximum	333
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	13
Q1	23
median	35
Q3	44
95-th percentile	55
Maximum	333
Range	333
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	21.52956412
Coefficient of variation (CV)	0.6005618675
Kurtosis	39.45265762
Mean	35.84903619
Median Absolute Deviation (MAD)	11
Skewness	4.638669822
Sum	729026
Variance	463.5221314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	660	3.2%
38	638	3.1%
36	634	3.1%
37	619	3.0%
39	588	2.9%
42	581	2.9%
40	570	2.8%
41	561	2.8%
44	551	2.7%
22	533	2.6%
Other values (221)	14401	70.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	5	< 0.1%
2	6	< 0.1%
3	9	< 0.1%
4	17	0.1%
5	22	0.1%
6	39	0.2%
7	110	0.5%
8	131	0.6%
9	127	0.6%

Value	Count	Frequency (%)
333	1	< 0.1%
328	1	< 0.1%
321	1	< 0.1%
311	1	< 0.1%
310	1	< 0.1%
305	2	< 0.1%
303	2	< 0.1%
301	1	< 0.1%
298	1	< 0.1%
285	1	< 0.1%

O2Sat
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	231
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.18253344

Minimum	0
Maximum	331
Zeros	12
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	21
median	34
Q3	43
95-th percentile	55
Maximum	331
Range	331
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	21.45574231
Coefficient of variation (CV)	0.6276814546
Kurtosis	37.24152281
Mean	34.18253344
Median Absolute Deviation (MAD)	11
Skewness	4.477267879
Sum	695136
Variance	460.3488781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	616	3.0%
36	613	3.0%
38	583	2.9%
39	564	2.8%
40	559	2.7%
37	558	2.7%
41	547	2.7%
22	536	2.6%
42	534	2.6%
33	521	2.6%
Other values (221)	14705	72.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	0.1%
1	10	< 0.1%
2	26	0.1%
3	39	0.2%
4	38	0.2%
5	56	0.3%
6	78	0.4%
7	136	0.7%
8	182	0.9%
9	188	0.9%

Value	Count	Frequency (%)
331	1	< 0.1%
328	1	< 0.1%
323	1	< 0.1%
312	1	< 0.1%
308	1	< 0.1%
301	1	< 0.1%
298	1	< 0.1%
295	1	< 0.1%
282	1	< 0.1%
281	1	< 0.1%

Temp
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	121
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.12455744

Minimum	0
Maximum	282
Zeros	235
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	6
median	10
Q3	15
95-th percentile	35
Maximum	282
Range	282
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	11.50944598
Coefficient of variation (CV)	0.8769397396
Kurtosis	38.2796727
Mean	13.12455744
Median Absolute Deviation (MAD)	4
Skewness	3.969228021
Sum	266901
Variance	132.4673467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	1456	7.2%
9	1372	6.7%
11	1349	6.6%
5	1246	6.1%
8	1176	5.8%
6	1171	5.8%
12	1166	5.7%
7	1164	5.7%
4	1147	5.6%
13	990	4.9%
Other values (111)	8099	39.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	235	1.2%
1	240	1.2%
2	420	2.1%
3	785	3.9%
4	1147	5.6%
5	1246	6.1%
6	1171	5.8%
7	1164	5.7%
8	1176	5.8%
9	1372	6.7%

Value	Count	Frequency (%)
282	1	< 0.1%
216	1	< 0.1%
160	1	< 0.1%
153	1	< 0.1%
146	1	< 0.1%
144	1	< 0.1%
142	1	< 0.1%
141	1	< 0.1%
140	1	< 0.1%
137	1	< 0.1%

SBP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	227
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.94718725

Minimum	0
Maximum	330
Zeros	258
Zeros (%)	1.3%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	20
median	33
Q3	42
95-th percentile	54
Maximum	330
Range	330
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	21.25755427
Coefficient of variation (CV)	0.6452008817
Kurtosis	37.04566798
Mean	32.94718725
Median Absolute Deviation (MAD)	11
Skewness	4.300711256
Sum	670014
Variance	451.8836134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	615	3.0%
19	584	2.9%
36	581	2.9%
37	573	2.8%
38	570	2.8%
18	559	2.7%
21	556	2.7%
34	535	2.6%
22	520	2.6%
39	518	2.5%
Other values (217)	14725	72.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	258	1.3%
1	60	0.3%
2	52	0.3%
3	64	0.3%
4	57	0.3%
5	57	0.3%
6	58	0.3%
7	127	0.6%
8	168	0.8%
9	162	0.8%

Value	Count	Frequency (%)
330	1	< 0.1%
321	1	< 0.1%
316	1	< 0.1%
310	1	< 0.1%
308	1	< 0.1%
305	1	< 0.1%
299	1	< 0.1%
298	1	< 0.1%
296	2	< 0.1%
292	1	< 0.1%

MAP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	231
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.88183517

Minimum	0
Maximum	329
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	22
median	34
Q3	43
95-th percentile	55
Maximum	329
Range	329
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	21.41701243
Coefficient of variation (CV)	0.6139875476
Kurtosis	38.87119575
Mean	34.88183517
Median Absolute Deviation (MAD)	11
Skewness	4.597441044
Sum	709357
Variance	458.6884214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	679	3.3%
37	623	3.1%
36	617	3.0%
38	603	3.0%
41	566	2.8%
39	547	2.7%
40	541	2.7%
34	535	2.6%
44	531	2.6%
42	518	2.5%
Other values (221)	14576	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	8	< 0.1%
2	8	< 0.1%
3	16	0.1%
4	28	0.1%
5	37	0.2%
6	49	0.2%
7	126	0.6%
8	154	0.8%
9	157	0.8%

Value	Count	Frequency (%)
329	1	< 0.1%
328	1	< 0.1%
319	1	< 0.1%
309	1	< 0.1%
308	1	< 0.1%
305	1	< 0.1%
303	1	< 0.1%
299	1	< 0.1%
296	1	< 0.1%
294	1	< 0.1%

DBP
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	211
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.15725806

Minimum	0
Maximum	316
Zeros	7384
Zeros (%)	36.3%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	18
Q3	35
95-th percentile	51
Maximum	316
Range	316
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	23.59270733
Coefficient of variation (CV)	1.17043237
Kurtosis	19.55864092
Mean	20.15725806
Median Absolute Deviation (MAD)	18
Skewness	2.906221689
Sum	409918
Variance	556.6158391
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7384	36.3%
21	458	2.3%
20	450	2.2%
19	434	2.1%
18	385	1.9%
22	381	1.9%
23	333	1.6%
17	332	1.6%
36	330	1.6%
38	325	1.6%
Other values (201)	9524	46.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7384	36.3%
1	179	0.9%
2	148	0.7%
3	132	0.6%
4	102	0.5%
5	84	0.4%
6	56	0.3%
7	91	0.4%
8	119	0.6%
9	106	0.5%

Value	Count	Frequency (%)
316	1	< 0.1%
313	1	< 0.1%
308	1	< 0.1%
292	1	< 0.1%
284	2	< 0.1%
273	1	< 0.1%
264	1	< 0.1%
261	1	< 0.1%
259	1	< 0.1%
252	1	< 0.1%

Resp
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	233
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.05886113

Minimum	0
Maximum	323
Zeros	28
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	22
median	35
Q3	44
95-th percentile	55
Maximum	323
Range	323
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	21.56457192
Coefficient of variation (CV)	0.6150961902
Kurtosis	37.51952272
Mean	35.05886113
Median Absolute Deviation (MAD)	11
Skewness	4.481368744
Sum	712957
Variance	465.0307619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	652	3.2%
38	629	3.1%
37	623	3.1%
40	597	2.9%
36	592	2.9%
39	546	2.7%
41	546	2.7%
22	537	2.6%
34	525	2.6%
42	519	2.6%
Other values (223)	14570	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	0.1%
1	23	0.1%
2	24	0.1%
3	38	0.2%
4	38	0.2%
5	50	0.2%
6	58	0.3%
7	116	0.6%
8	156	0.8%
9	144	0.7%

Value	Count	Frequency (%)
323	1	< 0.1%
321	1	< 0.1%
313	1	< 0.1%
309	2	< 0.1%
302	2	< 0.1%
298	1	< 0.1%
297	1	< 0.1%
290	1	< 0.1%
289	1	< 0.1%
285	1	< 0.1%

EtCO2
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	159.0 KiB

0	20336

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	20336
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	20336	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	20336	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	20336	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	20336	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20336	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	20336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20336	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20336	100.0%

BaseExcess
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	66
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.050993312

Minimum	0
Maximum	112
Zeros	7684
Zeros (%)	37.8%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	6
95-th percentile	14
Maximum	112
Range	112
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.841451295
Coefficient of variation (CV)	1.44197999
Kurtosis	29.99984832
Mean	4.050993312
Median Absolute Deviation (MAD)	2
Skewness	3.666042998
Sum	82381
Variance	34.12255323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7684	37.8%
1	1728	8.5%
2	1495	7.4%
4	1331	6.5%
3	1252	6.2%
5	1135	5.6%
6	1003	4.9%
7	797	3.9%
8	753	3.7%
9	564	2.8%
Other values (56)	2594	12.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7684	37.8%
1	1728	8.5%
2	1495	7.4%
3	1252	6.2%
4	1331	6.5%
5	1135	5.6%
6	1003	4.9%
7	797	3.9%
8	753	3.7%
9	564	2.8%

Value	Count	Frequency (%)
112	1	< 0.1%
104	1	< 0.1%
90	1	< 0.1%
85	1	< 0.1%
82	1	< 0.1%
81	1	< 0.1%
70	1	< 0.1%
68	1	< 0.1%
66	1	< 0.1%
65	2	< 0.1%

HCO3
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	43
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.12829465

Minimum	0
Maximum	85
Zeros	535
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	8
Maximum	85
Range	85
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.823853219
Coefficient of variation (CV)	0.9026813439
Kurtosis	67.56673567
Mean	3.12829465
Median Absolute Deviation (MAD)	1
Skewness	5.265305102
Sum	63617
Variance	7.974147001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
2	6093	30.0%
3	4084	20.1%
1	3860	19.0%
4	2320	11.4%
5	1026	5.0%
6	943	4.6%
0	535	2.6%
8	397	2.0%
7	349	1.7%
9	167	0.8%
Other values (33)	562	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	535	2.6%
1	3860	19.0%
2	6093	30.0%
3	4084	20.1%
4	2320	11.4%
5	1026	5.0%
6	943	4.6%
7	349	1.7%
8	397	2.0%
9	167	0.8%

Value	Count	Frequency (%)
85	1	< 0.1%
49	1	< 0.1%
45	1	< 0.1%
43	1	< 0.1%
42	2	< 0.1%
39	1	< 0.1%
37	2	< 0.1%
36	3	< 0.1%
35	2	< 0.1%
33	1	< 0.1%

FiO2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	92
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.515096381

Minimum	0
Maximum	133
Zeros	8349
Zeros (%)	41.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	9
95-th percentile	19
Maximum	133
Range	133
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	8.145376201
Coefficient of variation (CV)	1.476923636
Kurtosis	25.90001507
Mean	5.515096381
Median Absolute Deviation (MAD)	3
Skewness	3.667877917
Sum	112155
Variance	66.34715345
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8349	41.1%
4	1022	5.0%
3	995	4.9%
5	916	4.5%
6	881	4.3%
1	791	3.9%
2	785	3.9%
7	752	3.7%
8	698	3.4%
9	610	3.0%
Other values (82)	4537	22.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8349	41.1%
1	791	3.9%
2	785	3.9%
3	995	4.9%
4	1022	5.0%
5	916	4.5%
6	881	4.3%
7	752	3.7%
8	698	3.4%
9	610	3.0%

Value	Count	Frequency (%)
133	1	< 0.1%
116	1	< 0.1%
112	1	< 0.1%
111	1	< 0.1%
96	1	< 0.1%
92	1	< 0.1%
90	2	< 0.1%
89	2	< 0.1%
87	1	< 0.1%
86	1	< 0.1%

pH
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	70
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.455891031

Minimum	0
Maximum	124
Zeros	7155
Zeros (%)	35.2%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	7
95-th percentile	15
Maximum	124
Range	124
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.130113003
Coefficient of variation (CV)	1.375732252
Kurtosis	29.28576252
Mean	4.455891031
Median Absolute Deviation (MAD)	2
Skewness	3.501574226
Sum	90615
Variance	37.57828543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7155	35.2%
1	1913	9.4%
2	1397	6.9%
4	1196	5.9%
5	1100	5.4%
3	1060	5.2%
6	1046	5.1%
7	871	4.3%
8	855	4.2%
9	640	3.1%
Other values (60)	3103	15.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7155	35.2%
1	1913	9.4%
2	1397	6.9%
3	1060	5.2%
4	1196	5.9%
5	1100	5.4%
6	1046	5.1%
7	871	4.3%
8	855	4.2%
9	640	3.1%

Value	Count	Frequency (%)
124	1	< 0.1%
110	1	< 0.1%
92	1	< 0.1%
86	1	< 0.1%
84	1	< 0.1%
82	1	< 0.1%
74	1	< 0.1%
70	1	< 0.1%
68	1	< 0.1%
66	1	< 0.1%

PaCO2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	52
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.407159717

Minimum	0
Maximum	112
Zeros	7759
Zeros (%)	38.2%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	5
95-th percentile	12
Maximum	112
Range	112
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.800575316
Coefficient of variation (CV)	1.408966915
Kurtosis	31.07724065
Mean	3.407159717
Median Absolute Deviation (MAD)	2
Skewness	3.452469545
Sum	69288
Variance	23.04552336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7759	38.2%
1	2118	10.4%
2	1699	8.4%
3	1494	7.3%
4	1331	6.5%
5	1179	5.8%
6	914	4.5%
7	798	3.9%
8	652	3.2%
9	541	2.7%
Other values (42)	1851	9.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7759	38.2%
1	2118	10.4%
2	1699	8.4%
3	1494	7.3%
4	1331	6.5%
5	1179	5.8%
6	914	4.5%
7	798	3.9%
8	652	3.2%
9	541	2.7%

Value	Count	Frequency (%)
112	1	< 0.1%
83	1	< 0.1%
82	1	< 0.1%
54	2	< 0.1%
52	1	< 0.1%
49	1	< 0.1%
48	2	< 0.1%
47	2	< 0.1%
44	2	< 0.1%
43	3	< 0.1%

SaO2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	48
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.925649095

Minimum	0
Maximum	89
Zeros	12373
Zeros (%)	60.8%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	10
Maximum	89
Range	89
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.911635103
Coefficient of variation (CV)	2.031333285
Kurtosis	47.10785228
Mean	1.925649095
Median Absolute Deviation (MAD)	0
Skewness	4.636342735
Sum	39160
Variance	15.30088918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	12373	60.8%
1	1690	8.3%
2	1403	6.9%
4	908	4.5%
3	844	4.2%
5	617	3.0%
6	552	2.7%
7	384	1.9%
8	307	1.5%
9	240	1.2%
Other values (38)	1018	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12373	60.8%
1	1690	8.3%
2	1403	6.9%
3	844	4.2%
4	908	4.5%
5	617	3.0%
6	552	2.7%
7	384	1.9%
8	307	1.5%
9	240	1.2%

Value	Count	Frequency (%)
89	1	< 0.1%
83	1	< 0.1%
68	1	< 0.1%
63	1	< 0.1%
60	1	< 0.1%
56	1	< 0.1%
55	1	< 0.1%
47	1	< 0.1%
46	2	< 0.1%
44	2	< 0.1%

AST
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	26
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5812352478

Minimum	0
Maximum	71
Zeros	14443
Zeros (%)	71.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	71
Range	71
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.459826751
Coefficient of variation (CV)	2.511593638
Kurtosis	308.277976
Mean	0.5812352478
Median Absolute Deviation (MAD)	0
Skewness	10.13997827
Sum	11820
Variance	2.131094142
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	14443	71.0%
1	3234	15.9%
2	1582	7.8%
3	357	1.8%
4	328	1.6%
6	110	0.5%
5	104	0.5%
7	41	0.2%
8	41	0.2%
10	20	0.1%
Other values (16)	76	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14443	71.0%
1	3234	15.9%
2	1582	7.8%
3	357	1.8%
4	328	1.6%
5	104	0.5%
6	110	0.5%
7	41	0.2%
8	41	0.2%
9	20	0.1%

Value	Count	Frequency (%)
71	1	< 0.1%
30	1	< 0.1%
25	1	< 0.1%
23	1	< 0.1%
22	2	< 0.1%
21	1	< 0.1%
20	2	< 0.1%
18	1	< 0.1%
17	2	< 0.1%
16	2	< 0.1%

BUN
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	45
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.170535012

Minimum	0
Maximum	79
Zeros	427
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	8
Maximum	79
Range	79
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.810082173
Coefficient of variation (CV)	0.8863116674
Kurtosis	58.24365923
Mean	3.170535012
Median Absolute Deviation (MAD)	1
Skewness	4.997278866
Sum	64476
Variance	7.896561818
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
2	6092	30.0%
3	4083	20.1%
1	3800	18.7%
4	2413	11.9%
5	1024	5.0%
6	964	4.7%
0	427	2.1%
8	424	2.1%
7	368	1.8%
9	171	0.8%
Other values (35)	570	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	427	2.1%
1	3800	18.7%
2	6092	30.0%
3	4083	20.1%
4	2413	11.9%
5	1024	5.0%
6	964	4.7%
7	368	1.8%
8	424	2.1%
9	171	0.8%

Value	Count	Frequency (%)
79	1	< 0.1%
47	1	< 0.1%
45	1	< 0.1%
44	1	< 0.1%
42	1	< 0.1%
40	1	< 0.1%
39	1	< 0.1%
38	2	< 0.1%
37	1	< 0.1%
36	1	< 0.1%

Alkalinephos
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	26
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5670731707

Minimum	0
Maximum	69
Zeros	14633
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	69
Range	69
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.462127618
Coefficient of variation (CV)	2.578375585
Kurtosis	285.9869959
Mean	0.5670731707
Median Absolute Deviation (MAD)	0
Skewness	10.02332193
Sum	11532
Variance	2.137817172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	14633	72.0%
1	3124	15.4%
2	1518	7.5%
3	349	1.7%
4	327	1.6%
6	105	0.5%
5	101	0.5%
7	46	0.2%
8	37	0.2%
10	19	0.1%
Other values (16)	77	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14633	72.0%
1	3124	15.4%
2	1518	7.5%
3	349	1.7%
4	327	1.6%
5	101	0.5%
6	105	0.5%
7	46	0.2%
8	37	0.2%
9	18	0.1%

Value	Count	Frequency (%)
69	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%
25	1	< 0.1%
23	1	< 0.1%
22	2	< 0.1%
20	2	< 0.1%
18	2	< 0.1%
17	1	< 0.1%
16	2	< 0.1%

Calcium
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	27
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.933418568

Minimum	0
Maximum	58
Zeros	3789
Zeros (%)	18.6%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	58
Range	58
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.954332929
Coefficient of variation (CV)	1.010817296
Kurtosis	49.97311838
Mean	1.933418568
Median Absolute Deviation (MAD)	1
Skewness	3.993411826
Sum	39318
Variance	3.819417199
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
1	5931	29.2%
2	5136	25.3%
0	3789	18.6%
3	2912	14.3%
4	1219	6.0%
5	547	2.7%
6	281	1.4%
7	153	0.8%
8	114	0.6%
9	60	0.3%
Other values (17)	194	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3789	18.6%
1	5931	29.2%
2	5136	25.3%
3	2912	14.3%
4	1219	6.0%
5	547	2.7%
6	281	1.4%
7	153	0.8%
8	114	0.6%
9	60	0.3%

Value	Count	Frequency (%)
58	1	< 0.1%
28	1	< 0.1%
26	1	< 0.1%
23	3	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
20	3	< 0.1%
19	7	< 0.1%
18	8	< 0.1%
17	3	< 0.1%

Chloride
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	43
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.234510228

Minimum	0
Maximum	76
Zeros	542
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	8
Maximum	76
Range	76
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.006579301
Coefficient of variation (CV)	0.9295315484
Kurtosis	50.6542188
Mean	3.234510228
Median Absolute Deviation (MAD)	1
Skewness	4.864262822
Sum	65777
Variance	9.039519091
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
2	5988	29.4%
3	3912	19.2%
1	3856	19.0%
4	2258	11.1%
5	1083	5.3%
6	973	4.8%
0	542	2.7%
8	439	2.2%
7	405	2.0%
9	199	1.0%
Other values (33)	681	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	542	2.7%
1	3856	19.0%
2	5988	29.4%
3	3912	19.2%
4	2258	11.1%
5	1083	5.3%
6	973	4.8%
7	405	2.0%
8	439	2.2%
9	199	1.0%

Value	Count	Frequency (%)
76	1	< 0.1%
48	1	< 0.1%
45	2	< 0.1%
44	2	< 0.1%
42	5	< 0.1%
40	1	< 0.1%
39	1	< 0.1%
38	1	< 0.1%
37	4	< 0.1%
36	1	< 0.1%

Creatinine
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	28
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.580989378

Minimum	0
Maximum	79
Zeros	461
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	6
Maximum	79
Range	79
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9986301
Coefficient of variation (CV)	0.7743658756
Kurtosis	123.4574129
Mean	2.580989378
Median Absolute Deviation (MAD)	1
Skewness	5.815561521
Sum	52487
Variance	3.994522277
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
2	6728	33.1%
1	4900	24.1%
3	4461	21.9%
4	1913	9.4%
5	808	4.0%
0	461	2.3%
6	383	1.9%
7	211	1.0%
8	125	0.6%
9	86	0.4%
Other values (18)	260	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	461	2.3%
1	4900	24.1%
2	6728	33.1%
3	4461	21.9%
4	1913	9.4%
5	808	4.0%
6	383	1.9%
7	211	1.0%
8	125	0.6%
9	86	0.4%

Value	Count	Frequency (%)
79	1	< 0.1%
27	2	< 0.1%
25	1	< 0.1%
24	2	< 0.1%
23	1	< 0.1%
22	4	< 0.1%
21	3	< 0.1%
20	5	< 0.1%
19	9	< 0.1%
18	9	< 0.1%

Bilirubin_direct
Real number (ℝ_≥0)

ZEROS

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05812352478

Minimum	0
Maximum	13
Zeros	19750
Zeros (%)	97.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	13
Range	13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4435865402
Coefficient of variation (CV)	7.631790085
Kurtosis	215.0285965
Mean	0.05812352478
Median Absolute Deviation (MAD)	0
Skewness	12.54955973
Sum	1182
Variance	0.1967690186
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	19750	97.1%
1	310	1.5%
2	155	0.8%
3	44	0.2%
4	36	0.2%
5	13	0.1%
8	9	< 0.1%
6	8	< 0.1%
7	5	< 0.1%
10	3	< 0.1%
Other values (3)	3	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19750	97.1%
1	310	1.5%
2	155	0.8%
3	44	0.2%
4	36	0.2%
5	13	0.1%
6	8	< 0.1%
7	5	< 0.1%
8	9	< 0.1%
10	3	< 0.1%

Value	Count	Frequency (%)
13	1	< 0.1%
12	1	< 0.1%
11	1	< 0.1%
10	3	< 0.1%
8	9	< 0.1%
7	5	< 0.1%
6	8	< 0.1%
5	13	0.1%
4	36	0.2%
3	44	0.2%

Glucose
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	56
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.752950433

Minimum	0
Maximum	124
Zeros	407
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	6
95-th percentile	14
Maximum	124
Range	124
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.993237733
Coefficient of variation (CV)	1.050555398
Kurtosis	33.74211321
Mean	4.752950433
Median Absolute Deviation (MAD)	2
Skewness	3.74680667
Sum	96656
Variance	24.93242306
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	4225	20.8%
1	3357	16.5%
3	3190	15.7%
4	2176	10.7%
5	1502	7.4%
6	1098	5.4%
7	856	4.2%
8	608	3.0%
9	504	2.5%
0	407	2.0%
Other values (46)	2413	11.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	407	2.0%
1	3357	16.5%
2	4225	20.8%
3	3190	15.7%
4	2176	10.7%
5	1502	7.4%
6	1098	5.4%
7	856	4.2%
8	608	3.0%
9	504	2.5%

Value	Count	Frequency (%)
124	1	< 0.1%
87	1	< 0.1%
71	1	< 0.1%
69	1	< 0.1%
59	1	< 0.1%
58	1	< 0.1%
55	2	< 0.1%
49	1	< 0.1%
48	1	< 0.1%
46	1	< 0.1%

Lactate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	42
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.334726593

Minimum	0
Maximum	50
Zeros	12603
Zeros (%)	62.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	7
Maximum	50
Range	50
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.954573839
Coefficient of variation (CV)	2.213617271
Kurtosis	39.13051119
Mean	1.334726593
Median Absolute Deviation (MAD)	0
Skewness	4.859452674
Sum	27143
Variance	8.729506569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	12603	62.0%
1	2643	13.0%
2	1774	8.7%
3	823	4.0%
4	744	3.7%
6	375	1.8%
5	352	1.7%
7	215	1.1%
8	211	1.0%
10	124	0.6%
Other values (32)	472	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12603	62.0%
1	2643	13.0%
2	1774	8.7%
3	823	4.0%
4	744	3.7%
5	352	1.7%
6	375	1.8%
7	215	1.1%
8	211	1.0%
9	85	0.4%

Value	Count	Frequency (%)
50	2	< 0.1%
47	1	< 0.1%
46	1	< 0.1%
43	1	< 0.1%
42	1	< 0.1%
38	1	< 0.1%
36	1	< 0.1%
35	4	< 0.1%
34	1	< 0.1%
33	1	< 0.1%

Magnesium
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	43
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.023259245

Minimum	0
Maximum	80
Zeros	1388
Zeros (%)	6.8%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	8
Maximum	80
Range	80
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.906797426
Coefficient of variation (CV)	0.9614780575
Kurtosis	52.26906207
Mean	3.023259245
Median Absolute Deviation (MAD)	1
Skewness	4.668587162
Sum	61481
Variance	8.449471275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
2	5564	27.4%
1	4078	20.1%
3	3388	16.7%
4	2493	12.3%
0	1388	6.8%
6	982	4.8%
5	972	4.8%
8	406	2.0%
7	303	1.5%
10	191	0.9%
Other values (33)	571	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1388	6.8%
1	4078	20.1%
2	5564	27.4%
3	3388	16.7%
4	2493	12.3%
5	972	4.8%
6	982	4.8%
7	303	1.5%
8	406	2.0%
9	155	0.8%

Value	Count	Frequency (%)
80	1	< 0.1%
44	1	< 0.1%
42	2	< 0.1%
40	2	< 0.1%
39	3	< 0.1%
38	1	< 0.1%
37	2	< 0.1%
36	1	< 0.1%
35	1	< 0.1%
33	1	< 0.1%

Phosphate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	28
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.96184107

Minimum	0
Maximum	76
Zeros	3650
Zeros (%)	17.9%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	76
Range	76
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.013727034
Coefficient of variation (CV)	1.026447588
Kurtosis	106.0632232
Mean	1.96184107
Median Absolute Deviation (MAD)	1
Skewness	5.245133115
Sum	39896
Variance	4.055096566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
1	5920	29.1%
2	5252	25.8%
0	3650	17.9%
3	2911	14.3%
4	1218	6.0%
5	559	2.7%
6	282	1.4%
7	161	0.8%
8	108	0.5%
9	70	0.3%
Other values (18)	205	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3650	17.9%
1	5920	29.1%
2	5252	25.8%
3	2911	14.3%
4	1218	6.0%
5	559	2.7%
6	282	1.4%
7	161	0.8%
8	108	0.5%
9	70	0.3%

Value	Count	Frequency (%)
76	1	< 0.1%
28	1	< 0.1%
26	1	< 0.1%
25	1	< 0.1%
23	2	< 0.1%
22	2	< 0.1%
21	1	< 0.1%
20	3	< 0.1%
19	9	< 0.1%
18	6	< 0.1%

Potassium
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	51
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.220889064

Minimum	0
Maximum	76
Zeros	433
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	11
Maximum	76
Range	76
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.848877268
Coefficient of variation (CV)	0.9118641144
Kurtosis	28.11753441
Mean	4.220889064
Median Absolute Deviation (MAD)	1
Skewness	3.653350215
Sum	85836
Variance	14.81385622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	4445	21.9%
3	3282	16.1%
1	2999	14.7%
4	2675	13.2%
5	1565	7.7%
6	1346	6.6%
7	802	3.9%
8	765	3.8%
9	463	2.3%
10	442	2.2%
Other values (41)	1552	7.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	433	2.1%
1	2999	14.7%
2	4445	21.9%
3	3282	16.1%
4	2675	13.2%
5	1565	7.7%
6	1346	6.6%
7	802	3.9%
8	765	3.8%
9	463	2.3%

Value	Count	Frequency (%)
76	1	< 0.1%
61	1	< 0.1%
59	1	< 0.1%
49	1	< 0.1%
48	1	< 0.1%
46	2	< 0.1%
45	3	< 0.1%
44	2	< 0.1%
43	1	< 0.1%
42	2	< 0.1%

Bilirubin_total
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4766424076

Minimum	0
Maximum	73
Zeros	14566
Zeros (%)	71.6%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	73
Range	73
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.172442052
Coefficient of variation (CV)	2.459793828
Kurtosis	742.438579
Mean	0.4766424076
Median Absolute Deviation (MAD)	0
Skewness	14.99521428
Sum	9693
Variance	1.374620366
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	14566	71.6%
1	3814	18.8%
2	1154	5.7%
3	394	1.9%
4	160	0.8%
5	90	0.4%
6	56	0.3%
7	45	0.2%
8	18	0.1%
9	10	< 0.1%
Other values (9)	29	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14566	71.6%
1	3814	18.8%
2	1154	5.7%
3	394	1.9%
4	160	0.8%
5	90	0.4%
6	56	0.3%
7	45	0.2%
8	18	0.1%
9	10	< 0.1%

Value	Count	Frequency (%)
73	1	< 0.1%
18	1	< 0.1%
17	1	< 0.1%
15	2	< 0.1%
14	3	< 0.1%
13	1	< 0.1%
12	7	< 0.1%
11	7	< 0.1%
10	6	< 0.1%
9	10	< 0.1%

TroponinI
Real number (ℝ_≥0)

ZEROS

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04745279308

Minimum	0
Maximum	11
Zeros	19847
Zeros (%)	97.6%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3547567835
Coefficient of variation (CV)	7.47599373
Kurtosis	141.305671
Mean	0.04745279308
Median Absolute Deviation (MAD)	0
Skewness	10.17672372
Sum	965
Variance	0.1258523754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	19847	97.6%
1	218	1.1%
2	141	0.7%
3	86	0.4%
4	27	0.1%
5	11	0.1%
6	3	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
11	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	19847	97.6%
1	218	1.1%
2	141	0.7%
3	86	0.4%
4	27	0.1%
5	11	0.1%
6	3	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
6	3	< 0.1%
5	11	0.1%
4	27	0.1%
3	86	0.4%
2	141	0.7%
1	218	1.1%
0	19847	97.6%

Hct
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	52
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.576022817

Minimum	0
Maximum	114
Zeros	364
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	12
Maximum	114
Range	114
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.070055744
Coefficient of variation (CV)	0.8894308239
Kurtosis	44.11510478
Mean	4.576022817
Median Absolute Deviation (MAD)	2
Skewness	3.938058593
Sum	93058
Variance	16.56535376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	4079	20.1%
3	3044	15.0%
1	2607	12.8%
4	2594	12.8%
5	1872	9.2%
6	1618	8.0%
7	1025	5.0%
8	817	4.0%
9	524	2.6%
10	397	2.0%
Other values (42)	1759	8.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	364	1.8%
1	2607	12.8%
2	4079	20.1%
3	3044	15.0%
4	2594	12.8%
5	1872	9.2%
6	1618	8.0%
7	1025	5.0%
8	817	4.0%
9	524	2.6%

Value	Count	Frequency (%)
114	1	< 0.1%
61	1	< 0.1%
60	1	< 0.1%
59	1	< 0.1%
49	1	< 0.1%
48	1	< 0.1%
47	2	< 0.1%
46	2	< 0.1%
44	2	< 0.1%
43	1	< 0.1%

Hgb
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	41
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.433369394

Minimum	0
Maximum	102
Zeros	507
Zeros (%)	2.5%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	9
Maximum	102
Range	102
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.090868039
Coefficient of variation (CV)	0.9002433715
Kurtosis	70.7239233
Mean	3.433369394
Median Absolute Deviation (MAD)	1
Skewness	4.710393169
Sum	69821
Variance	9.553465234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
2	5692	28.0%
1	3750	18.4%
3	3468	17.1%
4	2376	11.7%
5	1262	6.2%
6	1090	5.4%
7	582	2.9%
0	507	2.5%
8	493	2.4%
9	292	1.4%
Other values (31)	824	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	507	2.5%
1	3750	18.4%
2	5692	28.0%
3	3468	17.1%
4	2376	11.7%
5	1262	6.2%
6	1090	5.4%
7	582	2.9%
8	493	2.4%
9	292	1.4%

Value	Count	Frequency (%)
102	1	< 0.1%
53	1	< 0.1%
44	1	< 0.1%
38	1	< 0.1%
37	3	< 0.1%
35	1	< 0.1%
34	4	< 0.1%
33	4	< 0.1%
32	1	< 0.1%
31	2	< 0.1%

PTT
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	32
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.883654603

Minimum	0
Maximum	105
Zeros	4496
Zeros (%)	22.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	6
Maximum	105
Range	105
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.236174932
Coefficient of variation (CV)	1.187147011
Kurtosis	241.2853033
Mean	1.883654603
Median Absolute Deviation (MAD)	1
Skewness	7.745164115
Sum	38306
Variance	5.000478328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1	6472	31.8%
0	4496	22.1%
2	4373	21.5%
3	2130	10.5%
4	1114	5.5%
5	697	3.4%
6	394	1.9%
7	253	1.2%
8	128	0.6%
9	78	0.4%
Other values (22)	201	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4496	22.1%
1	6472	31.8%
2	4373	21.5%
3	2130	10.5%
4	1114	5.5%
5	697	3.4%
6	394	1.9%
7	253	1.2%
8	128	0.6%
9	78	0.4%

Value	Count	Frequency (%)
105	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%
29	4	< 0.1%
28	1	< 0.1%
27	1	< 0.1%
26	1	< 0.1%
24	2	< 0.1%
23	2	< 0.1%
22	4	< 0.1%

WBC
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	39
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.918371361

Minimum	0
Maximum	83
Zeros	625
Zeros (%)	3.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	7
Maximum	83
Range	83
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.575045233
Coefficient of variation (CV)	0.8823569431
Kurtosis	74.7842383
Mean	2.918371361
Median Absolute Deviation (MAD)	1
Skewness	5.177468517
Sum	59348
Variance	6.630857952
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
2	6572	32.3%
1	4301	21.1%
3	3626	17.8%
4	2210	10.9%
5	920	4.5%
6	852	4.2%
0	625	3.1%
8	305	1.5%
7	305	1.5%
9	154	0.8%
Other values (29)	466	2.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	625	3.1%
1	4301	21.1%
2	6572	32.3%
3	3626	17.8%
4	2210	10.9%
5	920	4.5%
6	852	4.2%
7	305	1.5%
8	305	1.5%
9	154	0.8%

Value	Count	Frequency (%)
83	1	< 0.1%
52	1	< 0.1%
37	2	< 0.1%
35	1	< 0.1%
34	1	< 0.1%
33	2	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%
29	2	< 0.1%

Fibrinogen
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	27
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2965184894

Minimum	0
Maximum	90
Zeros	17769
Zeros (%)	87.4%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	90
Range	90
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.368477776
Coefficient of variation (CV)	4.615151585
Kurtosis	985.723149
Mean	0.2965184894
Median Absolute Deviation (MAD)	0
Skewness	20.20727704
Sum	6030
Variance	1.872731424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	17769	87.4%
1	1397	6.9%
2	577	2.8%
3	165	0.8%
4	150	0.7%
6	77	0.4%
5	59	0.3%
7	36	0.2%
8	24	0.1%
9	14	0.1%
Other values (17)	68	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	17769	87.4%
1	1397	6.9%
2	577	2.8%
3	165	0.8%
4	150	0.7%
5	59	0.3%
6	77	0.4%
7	36	0.2%
8	24	0.1%
9	14	0.1%

Value	Count	Frequency (%)
90	1	< 0.1%
32	1	< 0.1%
30	1	< 0.1%
24	2	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
21	1	< 0.1%
19	4	< 0.1%
18	5	< 0.1%
17	5	< 0.1%

Platelets
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	32
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.532405586

Minimum	0
Maximum	109
Zeros	585
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	6
Maximum	109
Range	109
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.091215304
Coefficient of variation (CV)	0.8257821398
Kurtosis	353.1509342
Mean	2.532405586
Median Absolute Deviation (MAD)	1
Skewness	9.638136102
Sum	51499
Variance	4.373181447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
2	7050	34.7%
1	4962	24.4%
3	4165	20.5%
4	1728	8.5%
5	744	3.7%
0	585	2.9%
6	409	2.0%
7	221	1.1%
8	141	0.7%
9	80	0.4%
Other values (22)	251	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	585	2.9%
1	4962	24.4%
2	7050	34.7%
3	4165	20.5%
4	1728	8.5%
5	744	3.7%
6	409	2.0%
7	221	1.1%
8	141	0.7%
9	80	0.4%

Value	Count	Frequency (%)
109	1	< 0.1%
35	1	< 0.1%
33	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
28	2	< 0.1%
26	2	< 0.1%
24	2	< 0.1%
23	1	< 0.1%
22	1	< 0.1%

Age
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

Gender
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

Unit1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	172
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.86870574

Minimum	0
Maximum	336
Zeros	9522
Zeros (%)	46.8%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	16
Q3	39
95-th percentile	54
Maximum	336
Range	336
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	23.44210331
Coefficient of variation (CV)	1.179850546
Kurtosis	14.03526987
Mean	19.86870574
Median Absolute Deviation (MAD)	16
Skewness	2.096025958
Sum	404050
Variance	549.5322077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9522	46.8%
36	364	1.8%
39	341	1.7%
37	337	1.7%
40	327	1.6%
41	327	1.6%
38	321	1.6%
43	321	1.6%
42	315	1.5%
44	311	1.5%
Other values (162)	7850	38.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9522	46.8%
8	70	0.3%
9	65	0.3%
10	50	0.2%
11	53	0.3%
12	69	0.3%
13	77	0.4%
14	101	0.5%
15	129	0.6%
16	154	0.8%

Value	Count	Frequency (%)
336	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
277	1	< 0.1%
271	1	< 0.1%
265	1	< 0.1%
256	1	< 0.1%
243	2	< 0.1%
238	1	< 0.1%
235	1	< 0.1%

Unit2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	172
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.86870574

Minimum	0
Maximum	336
Zeros	9522
Zeros (%)	46.8%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	16
Q3	39
95-th percentile	54
Maximum	336
Range	336
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	23.44210331
Coefficient of variation (CV)	1.179850546
Kurtosis	14.03526987
Mean	19.86870574
Median Absolute Deviation (MAD)	16
Skewness	2.096025958
Sum	404050
Variance	549.5322077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9522	46.8%
36	364	1.8%
39	341	1.7%
37	337	1.7%
40	327	1.6%
41	327	1.6%
38	321	1.6%
43	321	1.6%
42	315	1.5%
44	311	1.5%
Other values (162)	7850	38.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9522	46.8%
8	70	0.3%
9	65	0.3%
10	50	0.2%
11	53	0.3%
12	69	0.3%
13	77	0.4%
14	101	0.5%
15	129	0.6%
16	154	0.8%

Value	Count	Frequency (%)
336	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
277	1	< 0.1%
271	1	< 0.1%
265	1	< 0.1%
256	1	< 0.1%
243	2	< 0.1%
238	1	< 0.1%
235	1	< 0.1%

HospAdmTime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	229
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85754327

Minimum	0
Maximum	336
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	0
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	336
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30927338
Coefficient of variation (CV)	0.5741297956
Kurtosis	40.48672306
Mean	38.85754327
Median Absolute Deviation (MAD)	11
Skewness	4.702745502
Sum	790207
Variance	497.7036785
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (219)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
8	123	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

ICULOS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

SepsisLabel
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

Sepsis
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

Hours
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	228
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.85793666

Minimum	8
Maximum	336
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.0 KiB

Quantile statistics

Minimum	8
5-th percentile	15
Q1	25
median	39
Q3	47
95-th percentile	58
Maximum	336
Range	328
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	22.30865867
Coefficient of variation (CV)	0.5741081639
Kurtosis	40.49091179
Mean	38.85793666
Median Absolute Deviation (MAD)	11
Skewness	4.703211094
Sum	790215
Variance	497.6762517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	700	3.4%
39	665	3.3%
38	656	3.2%
40	634	3.1%
41	632	3.1%
37	632	3.1%
43	600	3.0%
42	597	2.9%
44	580	2.9%
46	560	2.8%
Other values (218)	14080	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	124	0.6%
9	122	0.6%
10	95	0.5%
11	114	0.6%
12	121	0.6%
13	145	0.7%
14	194	1.0%
15	231	1.1%
16	274	1.3%
17	348	1.7%

Value	Count	Frequency (%)
336	5	< 0.1%
335	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
328	1	< 0.1%
305	2	< 0.1%
297	1	< 0.1%
286	1	< 0.1%
279	1	< 0.1%
277	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	SepsisLabel	Sepsis	Hours
0	1	49	44	10	42	42	0	50	7	2	4	7	6	4	1	2	1	2	2	2	2	0	2	2	2	1	2	2	0	2	0	2	54	54	0	0	54	54	54	54	54
1	2	22	22	6	15	22	15	19	0	1	0	0	0	0	0	1	0	1	1	1	1	0	1	1	1	0	1	1	0	1	0	1	23	23	23	23	23	23	23	23	23
2	3	45	44	16	45	45	42	45	2	3	7	3	2	0	0	3	0	3	3	3	3	0	3	3	4	0	4	3	2	3	0	3	48	48	48	48	48	48	48	48	48
3	4	27	27	6	26	26	14	26	2	2	0	3	2	3	0	2	0	1	2	2	3	0	2	1	3	0	2	1	2	1	0	2	29	29	29	29	29	29	29	29	29
4	5	24	21	9	24	17	0	21	0	3	0	0	0	0	3	3	3	3	3	3	3	0	3	3	3	3	3	3	2	3	0	3	48	48	48	48	48	48	48	48	48
5	6	16	16	5	15	15	0	6	1	1	2	1	1	0	0	1	0	0	1	1	3	1	0	0	1	0	1	1	0	1	0	1	17	17	17	17	17	17	17	17	17
6	7	44	44	14	44	44	43	44	5	6	13	5	5	0	1	6	1	6	6	6	6	2	6	6	6	1	6	5	5	5	0	6	45	45	45	45	45	45	45	45	45
7	8	38	36	11	38	38	38	38	14	11	0	14	8	0	0	11	0	4	11	6	7	10	7	4	12	0	6	6	0	6	0	3	40	40	0	0	40	40	40	40	40
8	9	238	238	112	238	238	225	238	47	21	77	47	47	12	0	19	0	17	19	19	36	24	18	18	35	0	33	27	14	17	6	19	258	258	0	0	258	258	258	258	258
9	10	23	23	21	23	23	23	23	4	2	7	4	4	3	0	2	0	0	3	2	3	1	1	0	3	0	3	2	1	2	0	2	23	23	23	23	23	23	23	23	23

Last rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	SepsisLabel	Sepsis	Hours
20326	20634	20	20	20	20	20	20	20	7	1	5	8	7	5	0	2	0	0	1	2	7	0	1	0	6	0	4	2	2	1	0	2	20	20	20	20	20	20	20	20	20
20327	20635	40	40	10	29	40	29	39	2	3	0	2	1	0	0	2	0	1	2	1	2	2	2	1	2	0	2	2	2	2	0	1	42	42	0	0	42	42	42	42	42
20328	20636	43	43	12	43	43	43	43	4	5	6	7	2	3	2	5	2	0	7	2	6	0	4	0	7	1	9	5	1	5	0	2	43	43	43	43	43	43	43	43	43
20329	20637	140	140	36	84	140	84	141	27	27	33	27	15	0	0	25	0	13	27	13	13	7	25	13	27	0	14	14	2	14	0	7	142	142	142	142	142	142	142	142	142
20330	20638	40	40	11	33	40	33	40	0	3	0	0	0	0	0	3	0	1	3	1	1	0	3	1	3	0	3	3	1	3	0	1	41	41	0	0	41	41	41	41	41
20331	20639	25	25	10	24	24	0	25	0	2	0	0	0	0	2	2	2	1	2	1	1	0	2	1	2	1	12	2	1	2	2	4	26	26	26	26	26	26	26	26	26
20332	20640	25	25	24	25	25	24	24	5	1	13	6	5	4	0	1	0	1	1	1	5	0	3	0	2	0	5	2	1	1	0	2	25	25	25	25	25	25	25	25	25
20333	20641	20	21	6	21	19	21	21	0	2	0	0	0	0	0	2	0	2	2	2	4	0	2	2	2	0	2	2	1	2	0	2	21	21	0	0	21	21	21	21	21
20334	20642	40	39	9	18	35	18	40	2	4	9	2	1	2	0	4	0	2	4	2	2	0	4	2	4	0	3	3	1	3	0	2	42	42	0	0	42	42	42	42	42
20335	20643	29	28	8	25	31	25	28	5	3	11	5	5	5	2	4	2	3	3	4	3	1	4	4	4	2	3	2	2	2	0	2	33	33	0	0	33	33	33	33	33

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Missing values

Sample

First rows

Last rows

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	SepsisLabel	Sepsis	Hours
0	1	49	44	10	42	42	0	50	7	2	4	7	6	4	1	2	1	2	2	2	2	0	2	2	2	1	2	2	0	2	0	2	54	54	0	0	54	54	54	54	54
1	2	22	22	6	15	22	15	19	0	1	0	0	0	0	0	1	0	1	1	1	1	0	1	1	1	0	1	1	0	1	0	1	23	23	23	23	23	23	23	23	23
2	3	45	44	16	45	45	42	45	2	3	7	3	2	0	0	3	0	3	3	3	3	0	3	3	4	0	4	3	2	3	0	3	48	48	48	48	48	48	48	48	48
3	4	27	27	6	26	26	14	26	2	2	0	3	2	3	0	2	0	1	2	2	3	0	2	1	3	0	2	1	2	1	0	2	29	29	29	29	29	29	29	29	29
4	5	24	21	9	24	17	0	21	0	3	0	0	0	0	3	3	3	3	3	3	3	0	3	3	3	3	3	3	2	3	0	3	48	48	48	48	48	48	48	48	48
5	6	16	16	5	15	15	0	6	1	1	2	1	1	0	0	1	0	0	1	1	3	1	0	0	1	0	1	1	0	1	0	1	17	17	17	17	17	17	17	17	17
6	7	44	44	14	44	44	43	44	5	6	13	5	5	0	1	6	1	6	6	6	6	2	6	6	6	1	6	5	5	5	0	6	45	45	45	45	45	45	45	45	45
7	8	38	36	11	38	38	38	38	14	11	0	14	8	0	0	11	0	4	11	6	7	10	7	4	12	0	6	6	0	6	0	3	40	40	0	0	40	40	40	40	40
8	9	238	238	112	238	238	225	238	47	21	77	47	47	12	0	19	0	17	19	19	36	24	18	18	35	0	33	27	14	17	6	19	258	258	0	0	258	258	258	258	258
9	10	23	23	21	23	23	23	23	4	2	7	4	4	3	0	2	0	0	3	2	3	1	1	0	3	0	3	2	1	2	0	2	23	23	23	23	23	23	23	23	23

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	SepsisLabel	Sepsis	Hours
0	1	49	44	10	42	42	0	50	7	2	4	7	6	4	1	2	1	2	2	2	2	0	2	2	2	1	2	2	0	2	0	2	54	54	0	0	54	54	54	54	54
1	2	22	22	6	15	22	15	19	0	1	0	0	0	0	0	1	0	1	1	1	1	0	1	1	1	0	1	1	0	1	0	1	23	23	23	23	23	23	23	23	23
2	3	45	44	16	45	45	42	45	2	3	7	3	2	0	0	3	0	3	3	3	3	0	3	3	4	0	4	3	2	3	0	3	48	48	48	48	48	48	48	48	48
3	4	27	27	6	26	26	14	26	2	2	0	3	2	3	0	2	0	1	2	2	3	0	2	1	3	0	2	1	2	1	0	2	29	29	29	29	29	29	29	29	29
4	5	24	21	9	24	17	0	21	0	3	0	0	0	0	3	3	3	3	3	3	3	0	3	3	3	3	3	3	2	3	0	3	48	48	48	48	48	48	48	48	48
5	6	16	16	5	15	15	0	6	1	1	2	1	1	0	0	1	0	0	1	1	3	1	0	0	1	0	1	1	0	1	0	1	17	17	17	17	17	17	17	17	17
6	7	44	44	14	44	44	43	44	5	6	13	5	5	0	1	6	1	6	6	6	6	2	6	6	6	1	6	5	5	5	0	6	45	45	45	45	45	45	45	45	45
7	8	38	36	11	38	38	38	38	14	11	0	14	8	0	0	11	0	4	11	6	7	10	7	4	12	0	6	6	0	6	0	3	40	40	0	0	40	40	40	40	40
8	9	238	238	112	238	238	225	238	47	21	77	47	47	12	0	19	0	17	19	19	36	24	18	18	35	0	33	27	14	17	6	19	258	258	0	0	258	258	258	258	258
9	10	23	23	21	23	23	23	23	4	2	7	4	4	3	0	2	0	0	3	2	3	1	1	0	3	0	3	2	1	2	0	2	23	23	23	23	23	23	23	23	23

	PatientID	HR	O2Sat	Temp	SBP	MAP	DBP	Resp	BaseExcess	HCO3	FiO2	pH	PaCO2	SaO2	AST	BUN	Alkalinephos	Calcium	Chloride	Creatinine	Glucose	Lactate	Magnesium	Phosphate	Potassium	Bilirubin_total	Hct	Hgb	PTT	WBC	Fibrinogen	Platelets	Age	Gender	Unit1	Unit2	HospAdmTime	ICULOS	SepsisLabel	Sepsis	Hours
0	1	49	44	10	42	42	0	50	7	2	4	7	6	4	1	2	1	2	2	2	2	0	2	2	2	1	2	2	0	2	0	2	54	54	0	0	54	54	54	54	54
1	2	22	22	6	15	22	15	19	0	1	0	0	0	0	0	1	0	1	1	1	1	0	1	1	1	0	1	1	0	1	0	1	23	23	23	23	23	23	23	23	23
2	3	45	44	16	45	45	42	45	2	3	7	3	2	0	0	3	0	3	3	3	3	0	3	3	4	0	4	3	2	3	0	3	48	48	48	48	48	48	48	48	48
3	4	27	27	6	26	26	14	26	2	2	0	3	2	3	0	2	0	1	2	2	3	0	2	1	3	0	2	1	2	1	0	2	29	29	29	29	29	29	29	29	29
4	5	24	21	9	24	17	0	21	0	3	0	0	0	0	3	3	3	3	3	3	3	0	3	3	3	3	3	3	2	3	0	3	48	48	48	48	48	48	48	48	48
5	6	16	16	5	15	15	0	6	1	1	2	1	1	0	0	1	0	0	1	1	3	1	0	0	1	0	1	1	0	1	0	1	17	17	17	17	17	17	17	17	17
6	7	44	44	14	44	44	43	44	5	6	13	5	5	0	1	6	1	6	6	6	6	2	6	6	6	1	6	5	5	5	0	6	45	45	45	45	45	45	45	45	45
7	8	38	36	11	38	38	38	38	14	11	0	14	8	0	0	11	0	4	11	6	7	10	7	4	12	0	6	6	0	6	0	3	40	40	0	0	40	40	40	40	40
8	9	238	238	112	238	238	225	238	47	21	77	47	47	12	0	19	0	17	19	19	36	24	18	18	35	0	33	27	14	17	6	19	258	258	0	0	258	258	258	258	258
9	10	23	23	21	23	23	23	23	4	2	7	4	4	3	0	2	0	0	3	2	3	1	1	0	3	0	3	2	1	2	0	2	23	23	23	23	23	23	23	23	23